VG-CoT: Towards Trustworthy Visual Reasoning via Grounded Chain-of-Thought. - Byeonggeuk Lim; Kyeonghyun Kim; JungMin Yun; YoungBin Kim (CoRR, 2026)

Aligning with Your Own Voice: Self-Corrected Preference Learning for Hallucination Mitigation in LVLMs. - Byeonggeuk Lim; JungMin Yun; Junehyoung Kwon; Kyeonghyun Kim; YoungBin Kim (CoRR, 2026)

Before Forgetting, Learn to Remember: Revisiting Foundational Learning Failures in LVLM Unlearning Benchmarks. - JuneHyoung Kwon; MiHyeon Kim; Eunju Lee; JungMin Yun; Byeonggeuk Lim; YoungBin Kim (CoRR, 2026)